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Record W4404667689 · doi:10.1017/s1049096524000660

The Decriminalization of Abortion in Latin America: A Tale of Gradual Judicialization

2024· article· en· W4404667689 on OpenAlexaff
Jordi Díez, Alba Ruibal

Bibliographic record

VenuePS Political Science & Politics · 2024
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicLegal and Constitutional Studies
Canadian institutionsUniversity of Guelph
Fundersnot available
KeywordsDecriminalizationAbortionJurisprudenceContext (archaeology)Political scienceLatin AmericansLawGeography

Abstract

fetched live from OpenAlex

Latin America historically has had some of the strictest abortion laws in the world, making unsafe procedures a main cause of mortality among women and girls. However, in the context of the Green Wave, three countries recently have amply decriminalized access to abortion: Mexico (2021, 2023), Colombia (2022), and Argentina (2020) (Uruguay did so in 2012). The recent wave of decriminalization is the culmination of larger, historical processes that involved the gradual judicialization of reproductive rights in the region. Courts have been a central part of the story. In these three cases, arguments advanced by state and nonstate actors in favor of decriminalization significantly built on jurisprudence developed over many years. The process of abortion decriminalization has been partly a tale of gradual judicialization.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.013
metaresearch head score (Gemma)0.015
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.021
Threshold uncertainty score0.082

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0130.015
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.001
Science and technology studies0.0040.033
Scholarly communication0.0080.004
Open science0.0010.004
Research integrity0.0030.006
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.038
GPT teacher head0.284
Teacher spread0.246 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations3
Published2024
Admission routes1
Has abstractyes

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